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Training run for SD 2.1. Mari

42 metrics · 8,285 train · 41 val

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crashed Jul 19, 14:57 Duration: 2h 38m Python 3.11.7 train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_321128d9-9515-41cf-9607-22d12ab50b15/joint_vkitti.yaml
lr 4e-5batch 16epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 7782392
mari/runs/2026-07-19_14-57-37_2697
Error
BrokenPipeError: [Errno 32] Broken pipe
Metrics 42/42
depth.train 21
diag 15
depth_abs_rel
depth_delta1
depth_mae
valset_muses_absrel
valset_muses_delta1
valset_muses_delta2
valset_muses_delta3
valset_muses_mae
valset_muses_num_samples
valset_muses_projected_pixels
valset_muses_rmse
valset_muses_rmse_log
valset_muses_silog
valset_muses_sqrel
valset_muses_valid_pixels
loss 6
depth
depth_head
depth_tv
edge_smoothness
multiscale_smoothness
smoothness_aux
rgb.train 11
diag 2
image_psnr
image_ssim
loss 7
dehaze
preserve
total
visibility
visibility_aux
visibility_rank
visibility_tv
stat 2
visibility_mean
visibility_std
sys.train 6
gpu_mem_total_gb
gpu_mem_used_gb
gpu_mem_util_pct
gpu_util_pct
lr
visibility_aux_scale
Legacy 4
data/camera 3
enabled/any/source
fields/emitted
rays/emitted
train/camera/valid/fraction
42 selected
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Depth Abs Rel

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Depth Delta1

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Depth Mae

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Valset Muses Absrel

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Valset Muses Delta1

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Valset Muses Delta2

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Valset Muses Delta3

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Valset Muses Mae

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Valset Muses Num Samples

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Valset Muses Projected Pixels

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Valset Muses Rmse

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Valset Muses Rmse Log

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Valset Muses Silog

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Valset Muses Sqrel

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Valset Muses Valid Pixels

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Depth

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Depth Head

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Depth Tv

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Edge Smoothness

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Multiscale Smoothness

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Smoothness Aux

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Image Psnr

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Image Ssim

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Dehaze

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Preserve

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Total

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Visibility

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Visibility Aux

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Visibility Rank

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Visibility Tv

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Visibility Mean

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Visibility Std

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Gpu Mem Total Gb

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Gpu Mem Used Gb

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Gpu Mem Util Pct

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Gpu Util Pct

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Lr

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Visibility Aux Scale

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Data/Camera Enabled Any Source

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Data/Camera Fields Emitted

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Data/Camera Rays Emitted

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Train/Camera Valid Fraction

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No output snapshots found for this run.

Outputs are generated during training and saved to outputs/epoch_N_step_M/ directories.

epoch 1 / step 3238 Checkpoint #3948
7/19/2026, 3:01:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-metric-2026-07-19-14-57-37-2697/checkpoint-1
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